On the Robustness of Active Learning.
Lukas HahnLutz Roese-KoernerPeet CremerUrs ZimmermannOri MaozAnton KummertPublished in: GCAI (2019)
Keyphrases
- active learning
- machine learning
- selective sampling
- active learning strategies
- random sampling
- real world
- semi supervised
- real time
- training set
- semi supervised learning
- labeled data
- training examples
- relevance feedback
- learning strategies
- case study
- genetic algorithm
- annotation effort
- multi class
- supervised learning
- learning process
- expert systems
- learning algorithm
- data mining
- neural network